Delving deeper into the correlation between DRGs and different immune cells in glioma, we found that SLC3A2, RPN1, OXSM, NDUFA11 and GYS1 showed an obvious positive correlation with macrophages M2, which was exactly consistent with what was described above. The gene discussed is GYS1; the disease is central nervous system cancer.